Pandas Profiling Report

Dataset statistics

Number of variables	19
Number of observations	108172
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	69.6 MiB
Average record size in memory	675.0 B

Variable types

Text	1
Numeric	8
Categorical	10

Alerts

`AverageLeadTime` is highly overall correlated with `BookingsCheckedIn` and 4 other fields	High correlation
`BookingsCheckedIn` is highly overall correlated with `AverageLeadTime` and 4 other fields	High correlation
`DistributionChannel` is highly overall correlated with `MarketSegment`	High correlation
`LodgingRevenue` is highly overall correlated with `AverageLeadTime` and 4 other fields	High correlation
`MarketSegment` is highly overall correlated with `DistributionChannel`	High correlation
`OtherRevenue` is highly overall correlated with `AverageLeadTime` and 4 other fields	High correlation
`PersonsNights` is highly overall correlated with `AverageLeadTime` and 4 other fields	High correlation
`RoomNights` is highly overall correlated with `AverageLeadTime` and 4 other fields	High correlation
`DistributionChannel` is highly imbalanced (57.3%)	Imbalance
`SRAccessibleRoom` is highly imbalanced (99.7%)	Imbalance
`SRCrib` is highly imbalanced (87.9%)	Imbalance
`SRNoAlcoholInMiniBar` is highly imbalanced (99.7%)	Imbalance
`SRQuietRoom` is highly imbalanced (56.3%)	Imbalance
`Floor_asked` is highly imbalanced (87.9%)	Imbalance
`Bath asked` is highly imbalanced (96.9%)	Imbalance
`Distance_elevator_asked` is highly imbalanced (97.5%)	Imbalance
`BookingsCheckedIn` is highly skewed (γ1 = 26.76790705)	Skewed
`AverageLeadTime` has 34750 (32.1%) zeros	Zeros
`LodgingRevenue` has 31841 (29.4%) zeros	Zeros
`OtherRevenue` has 31624 (29.2%) zeros	Zeros
`BookingsCheckedIn` has 31281 (28.9%) zeros	Zeros
`PersonsNights` has 31285 (28.9%) zeros	Zeros
`RoomNights` has 31281 (28.9%) zeros	Zeros

Reproduction

Analysis started	2025-03-03 15:07:31.151917
Analysis finished	2025-03-03 15:07:46.584802
Duration	15.43 seconds
Software version	ydata-profiling vv4.12.2
Download configuration	config.json

Nationality
Text

Distinct	199
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	7.0 MiB

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	324516
Distinct characters	26
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	31 ?
Unique (%)	< 0.1%

Sample

1st row	PRT
2nd row	PRT
3rd row	DEU
4th row	FRA
5th row	FRA

Value	Count	Frequency (%)
fra	16124	14.9%
deu	13801	12.8%
prt	13131	12.1%
gbr	11206	10.4%
esp	5934	5.5%
usa	5323	4.9%
ita	4212	3.9%
bel	4063	3.8%
bra	3978	3.7%
nld	3760	3.5%
Other values (189)	26640	24.6%

Most occurring characters

Value	Count	Frequency (%)
R	53085	16.4%
A	36040	11.1%
E	29112	9.0%
U	24794	7.6%
P	20760	6.4%
T	19999	6.2%
B	19826	6.1%
D	18895	5.8%
F	17134	5.3%
S	16558	5.1%
Other values (16)	68313	21.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	324516	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
R	53085	16.4%
A	36040	11.1%
E	29112	9.0%
U	24794	7.6%
P	20760	6.4%
T	19999	6.2%
B	19826	6.1%
D	18895	5.8%
F	17134	5.3%
S	16558	5.1%
Other values (16)	68313	21.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	324516	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
R	53085	16.4%
A	36040	11.1%
E	29112	9.0%
U	24794	7.6%
P	20760	6.4%
T	19999	6.2%
B	19826	6.1%
D	18895	5.8%
F	17134	5.3%
S	16558	5.1%
Other values (16)	68313	21.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	324516	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
R	53085	16.4%
A	36040	11.1%
E	29112	9.0%
U	24794	7.6%
P	20760	6.4%
T	19999	6.2%
B	19826	6.1%
D	18895	5.8%
F	17134	5.3%
S	16558	5.1%
Other values (16)	68313	21.1%

Age
Real number (ℝ)

Distinct	334
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	45.478497

Minimum	0
Maximum	123
Zeros	17
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	1.7 MiB

Quantile statistics

Minimum	0
5-th percentile	15
Q1	34
median	46
Q3	57
95-th percentile	73
Maximum	123
Range	123
Interquartile range (IQR)	23

Descriptive statistics

Standard deviation	16.911532
Coefficient of variation (CV)	0.37185777
Kurtosis	-0.3185102
Mean	45.478497
Median Absolute Deviation (MAD)	12
Skewness	-0.16035518
Sum	4919500
Variance	285.99993
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
51	2570	2.4%
52	2546	2.4%
55	2521	2.3%
50	2506	2.3%
54	2463	2.3%
48	2440	2.3%
49	2429	2.2%
53	2415	2.2%
56	2336	2.2%
47	2280	2.1%
Other values (324)	83666	77.3%

Value	Count	Frequency (%)
0	17	< 0.1%
1	137	0.1%
2	228	0.2%
3	192	0.2%
4	207	0.2%
5	215	0.2%
6	266	0.2%
7	318	0.3%
8	405	0.4%
9	409	0.4%

Value	Count	Frequency (%)
123	1	< 0.1%
115	2	< 0.1%
114	3	< 0.1%
111	2	< 0.1%
110	1	< 0.1%
97	1	< 0.1%
95	1	< 0.1%
93	4	< 0.1%
92	2	< 0.1%
91	3	< 0.1%

DaysSinceCreation
Real number (ℝ)

Distinct	1349
Distinct (%)	1.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	597.50391

Minimum	36
Maximum	1385
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.7 MiB

Quantile statistics

Minimum	36
5-th percentile	81
Q1	290
median	525
Q3	892
95-th percentile	1263
Maximum	1385
Range	1349
Interquartile range (IQR)	602

Descriptive statistics

Standard deviation	374.42384
Coefficient of variation (CV)	0.62664668
Kurtosis	-0.98037904
Mean	597.50391
Median Absolute Deviation (MAD)	295
Skewness	0.38982481
Sum	64633193
Variance	140193.21
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
502	244	0.2%
522	231	0.2%
312	229	0.2%
391	219	0.2%
571	219	0.2%
137	214	0.2%
108	206	0.2%
368	203	0.2%
485	199	0.2%
507	199	0.2%
Other values (1339)	106009	98.0%

Value	Count	Frequency (%)
36	6	< 0.1%
37	105	0.1%
38	67	0.1%
39	172	0.2%
40	109	0.1%
41	139	0.1%
42	140	0.1%
43	99	0.1%
44	106	0.1%
45	95	0.1%

Value	Count	Frequency (%)
1385	68	0.1%
1384	87	0.1%
1383	102	0.1%
1382	16	< 0.1%
1381	92	0.1%
1380	21	< 0.1%
1379	10	< 0.1%
1378	15	< 0.1%
1377	5	< 0.1%
1376	20	< 0.1%

AverageLeadTime
Real number (ℝ)

High correlation Zeros

Distinct	424
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	60.349943

Minimum	-1
Maximum	588
Zeros	34750
Zeros (%)	32.1%
Negative	13
Negative (%)	< 0.1%
Memory size	1.7 MiB

Quantile statistics

Minimum	-1
5-th percentile	0
Q1	0
median	22
Q3	94
95-th percentile	233
Maximum	588
Range	589
Interquartile range (IQR)	94

Descriptive statistics

Standard deviation	83.724841
Coefficient of variation (CV)	1.3873226
Kurtosis	4.3525687
Mean	60.349943
Median Absolute Deviation (MAD)	22
Skewness	1.9066941
Sum	6528174
Variance	7009.849
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	34750	32.1%
1	2111	2.0%
2	1265	1.2%
6	1235	1.1%
4	1210	1.1%
3	1180	1.1%
5	1171	1.1%
7	1152	1.1%
8	1068	1.0%
9	818	0.8%
Other values (414)	62212	57.5%

Value	Count	Frequency (%)
-1	13	< 0.1%
0	34750	32.1%
1	2111	2.0%
2	1265	1.2%
3	1180	1.1%
4	1210	1.1%
5	1171	1.1%
6	1235	1.1%
7	1152	1.1%
8	1068	1.0%

Value	Count	Frequency (%)
588	19	< 0.1%
574	10	< 0.1%
549	19	< 0.1%
546	10	< 0.1%
543	2	< 0.1%
542	5	< 0.1%
541	5	< 0.1%
535	22	< 0.1%
534	1	< 0.1%
533	2	< 0.1%

LodgingRevenue
Real number (ℝ)

High correlation Zeros

Distinct	12689
Distinct (%)	11.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	289.67318

Minimum	0
Maximum	21781
Zeros	31841
Zeros (%)	29.4%
Negative	0
Negative (%)	0.0%
Memory size	1.7 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	216
Q3	400.5
95-th percentile	892.5
Maximum	21781
Range	21781
Interquartile range (IQR)	400.5

Descriptive statistics

Standard deviation	382.62082
Coefficient of variation (CV)	1.3208707
Kurtosis	148.2624
Mean	289.67318
Median Absolute Deviation (MAD)	216
Skewness	6.15568
Sum	31334527
Variance	146398.69
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	31841	29.4%
176	745	0.7%
234	579	0.5%
126	565	0.5%
264	524	0.5%
249	512	0.5%
168	449	0.4%
89	403	0.4%
210	318	0.3%
178	298	0.3%
Other values (12679)	71938	66.5%

Value	Count	Frequency (%)
0	31841	29.4%
18	2	< 0.1%
22	1	< 0.1%
24	5	< 0.1%
25	1	< 0.1%
28	1	< 0.1%
34	4	< 0.1%
35	1	< 0.1%
36	2	< 0.1%
37	1	< 0.1%

Value	Count	Frequency (%)
21781	1	< 0.1%
14044.8	1	< 0.1%
9682.4	1	< 0.1%
9665.66	1	< 0.1%
9180	1	< 0.1%
9010	1	< 0.1%
8493.65	1	< 0.1%
7902	1	< 0.1%
7458	1	< 0.1%
7256	1	< 0.1%

OtherRevenue
Real number (ℝ)

High correlation Zeros

Distinct	5338
Distinct (%)	4.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	65.796411

Minimum	0
Maximum	8859.25
Zeros	31624
Zeros (%)	29.2%
Negative	0
Negative (%)	0.0%
Memory size	1.7 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	32
Q3	85
95-th percentile	238.5
Maximum	8859.25
Range	8859.25
Interquartile range (IQR)	85

Descriptive statistics

Standard deviation	125.05846
Coefficient of variation (CV)	1.9006882
Kurtosis	569.3763
Mean	65.796411
Median Absolute Deviation (MAD)	32
Skewness	14.817419
Sum	7117329.4
Variance	15639.619
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	31624	29.2%
42	2925	2.7%
14	2736	2.5%
28	2195	2.0%
56	1680	1.6%
7	1648	1.5%
21	1276	1.2%
2	1085	1.0%
16	1062	1.0%
8	1020	0.9%
Other values (5328)	60921	56.3%

Value	Count	Frequency (%)
0	31624	29.2%
1	369	0.3%
1.9	1	< 0.1%
2	1085	1.0%
2.1	3	< 0.1%
2.2	2	< 0.1%
2.4	1	< 0.1%
2.5	3	< 0.1%
3	184	0.2%
3.24	1	< 0.1%

Value	Count	Frequency (%)
8859.25	1	< 0.1%
5268.5	1	< 0.1%
5261	1	< 0.1%
5237	7	< 0.1%
5105.5	1	< 0.1%
4296	1	< 0.1%
3692.4	1	< 0.1%
3580.5	1	< 0.1%
3190.4	1	< 0.1%
3050.85	1	< 0.1%

BookingsCheckedIn
Real number (ℝ)

High correlation Skewed Zeros

Distinct	33
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.74663499

Minimum	0
Maximum	76
Zeros	31281
Zeros (%)	28.9%
Negative	0
Negative (%)	0.0%
Memory size	1.7 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	1
95-th percentile	1
Maximum	76
Range	76
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.73547998
Coefficient of variation (CV)	0.98505962
Kurtosis	1956.6324
Mean	0.74663499
Median Absolute Deviation (MAD)	0
Skewness	26.767907
Sum	80765
Variance	0.5409308
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=33)

Value	Count	Frequency (%)
1	74836	69.2%
0	31281	28.9%
2	1628	1.5%
3	201	0.2%
4	57	0.1%
5	33	< 0.1%
7	30	< 0.1%
6	19	< 0.1%
9	13	< 0.1%
8	12	< 0.1%
Other values (23)	62	0.1%

Value	Count	Frequency (%)
0	31281	28.9%
1	74836	69.2%
2	1628	1.5%
3	201	0.2%
4	57	0.1%
5	33	< 0.1%
6	19	< 0.1%
7	30	< 0.1%
8	12	< 0.1%
9	13	< 0.1%

Value	Count	Frequency (%)
76	1	< 0.1%
66	1	< 0.1%
40	1	< 0.1%
38	1	< 0.1%
35	1	< 0.1%
32	1	< 0.1%
29	2	< 0.1%
26	2	< 0.1%
25	1	< 0.1%
24	1	< 0.1%

PersonsNights
Real number (ℝ)

High correlation Zeros

Distinct	60
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.4120197

Minimum	0
Maximum	116
Zeros	31285
Zeros (%)	28.9%
Negative	0
Negative (%)	0.0%
Memory size	1.7 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	4
Q3	6
95-th percentile	12
Maximum	116
Range	116
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	4.6629624
Coefficient of variation (CV)	1.0568771
Kurtosis	12.785162
Mean	4.4120197
Median Absolute Deviation (MAD)	4
Skewness	1.9829592
Sum	477257
Variance	21.743219
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	31285	28.9%
6	16131	14.9%
4	12225	11.3%
2	11403	10.5%
8	10166	9.4%
1	5035	4.7%
3	4885	4.5%
10	4273	4.0%
12	3922	3.6%
9	2250	2.1%
Other values (50)	6597	6.1%

Value	Count	Frequency (%)
0	31285	28.9%
1	5035	4.7%
2	11403	10.5%
3	4885	4.5%
4	12225	11.3%
5	1093	1.0%
6	16131	14.9%
7	291	0.3%
8	10166	9.4%
9	2250	2.1%

Value	Count	Frequency (%)
116	1	< 0.1%
99	1	< 0.1%
91	1	< 0.1%
80	1	< 0.1%
75	1	< 0.1%
68	2	< 0.1%
62	1	< 0.1%
60	1	< 0.1%
59	1	< 0.1%
57	1	< 0.1%

RoomNights
Real number (ℝ)

High correlation Zeros

Distinct	49
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.242022

Minimum	0
Maximum	185
Zeros	31281
Zeros (%)	28.9%
Negative	0
Negative (%)	0.0%
Memory size	1.7 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	2
Q3	3
95-th percentile	6
Maximum	185
Range	185
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	2.3174968
Coefficient of variation (CV)	1.0336637
Kurtosis	491.73655
Mean	2.242022
Median Absolute Deviation (MAD)	2
Skewness	9.2629195
Sum	242524
Variance	5.3707913
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=49)

Value	Count	Frequency (%)
0	31281	28.9%
3	20428	18.9%
2	16545	15.3%
4	13936	12.9%
1	13408	12.4%
5	6200	5.7%
7	2567	2.4%
6	2419	2.2%
8	505	0.5%
9	271	0.3%
Other values (39)	612	0.6%

Value	Count	Frequency (%)
0	31281	28.9%
1	13408	12.4%
2	16545	15.3%
3	20428	18.9%
4	13936	12.9%
5	6200	5.7%
6	2419	2.2%
7	2567	2.4%
8	505	0.5%
9	271	0.3%

Value	Count	Frequency (%)
185	1	< 0.1%
116	1	< 0.1%
95	1	< 0.1%
88	2	< 0.1%
59	1	< 0.1%
51	2	< 0.1%
49	1	< 0.1%
48	1	< 0.1%
42	2	< 0.1%
40	2	< 0.1%

DistributionChannel
Categorical

High correlation Imbalance

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	8.6 MiB

Travel Agent/Operator	87710
Direct	16691
Corporate	3075
GDS Systems	696

Length

Max length	21
Median length	21
Mean length	18.280026
Min length	6

Characters and Unicode

Total characters	1977387
Distinct characters	24
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Corporate
2nd row	Travel Agent/Operator
3rd row	Travel Agent/Operator
4th row	Travel Agent/Operator
5th row	Travel Agent/Operator

Common Values

Value	Count	Frequency (%)
Travel Agent/Operator	87710	81.1%
Direct	16691	15.4%
Corporate	3075	2.8%
GDS Systems	696	0.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
travel	87710	44.6%
agent/operator	87710	44.6%
direct	16691	8.5%
corporate	3075	1.6%
gds	696	0.4%
systems	696	0.4%

Most occurring characters

Value	Count	Frequency (%)
r	285971	14.5%
e	283592	14.3%
t	195882	9.9%
a	178495	9.0%
o	93860	4.7%
p	90785	4.6%
	88406	4.5%
T	87710	4.4%
/	87710	4.4%
O	87710	4.4%
Other values (14)	497266	25.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1977387	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
r	285971	14.5%
e	283592	14.3%
t	195882	9.9%
a	178495	9.0%
o	93860	4.7%
p	90785	4.6%
	88406	4.5%
T	87710	4.4%
/	87710	4.4%
O	87710	4.4%
Other values (14)	497266	25.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1977387	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
r	285971	14.5%
e	283592	14.3%
t	195882	9.9%
a	178495	9.0%
o	93860	4.7%
p	90785	4.6%
	88406	4.5%
T	87710	4.4%
/	87710	4.4%
O	87710	4.4%
Other values (14)	497266	25.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1977387	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
r	285971	14.5%
e	283592	14.3%
t	195882	9.9%
a	178495	9.0%
o	93860	4.7%
p	90785	4.6%
	88406	4.5%
T	87710	4.4%
/	87710	4.4%
O	87710	4.4%
Other values (14)	497266	25.1%

MarketSegment
Categorical

High correlation

Distinct	7
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	7.5 MiB

Other	62572
Direct	16190
Travel Agent/Operator	15367
Groups	10267
Corporate	2844
Other values (2)	932

Length

Max length	21
Median length	5
Mean length	7.6783364
Min length	5

Characters and Unicode

Total characters	830581
Distinct characters	25
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Corporate
2nd row	Travel Agent/Operator
3rd row	Travel Agent/Operator
4th row	Travel Agent/Operator
5th row	Travel Agent/Operator

Common Values

Value	Count	Frequency (%)
Other	62572	57.8%
Direct	16190	15.0%
Travel Agent/Operator	15367	14.2%
Groups	10267	9.5%
Corporate	2844	2.6%
Complementary	644	0.6%
Aviation	288	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
other	62572	50.6%
direct	16190	13.1%
travel	15367	12.4%
agent/operator	15367	12.4%
groups	10267	8.3%
corporate	2844	2.3%
complementary	644	0.5%
aviation	288	0.2%

Most occurring characters

Value	Count	Frequency (%)
r	141462	17.0%
e	128995	15.5%
t	113272	13.6%
O	77939	9.4%
h	62572	7.5%
a	34510	4.2%
o	32254	3.9%
p	29122	3.5%
i	16766	2.0%
n	16299	2.0%
Other values (15)	177390	21.4%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	830581	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
r	141462	17.0%
e	128995	15.5%
t	113272	13.6%
O	77939	9.4%
h	62572	7.5%
a	34510	4.2%
o	32254	3.9%
p	29122	3.5%
i	16766	2.0%
n	16299	2.0%
Other values (15)	177390	21.4%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	830581	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
r	141462	17.0%
e	128995	15.5%
t	113272	13.6%
O	77939	9.4%
h	62572	7.5%
a	34510	4.2%
o	32254	3.9%
p	29122	3.5%
i	16766	2.0%
n	16299	2.0%
Other values (15)	177390	21.4%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	830581	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
r	141462	17.0%
e	128995	15.5%
t	113272	13.6%
O	77939	9.4%
h	62572	7.5%
a	34510	4.2%
o	32254	3.9%
p	29122	3.5%
i	16766	2.0%
n	16299	2.0%
Other values (15)	177390	21.4%

SRAccessibleRoom
Categorical

Imbalance

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	6.8 MiB

0	108147
1	25

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	108172
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	108147	> 99.9%
1	25	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	108147	> 99.9%
1	25	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
0	108147	> 99.9%
1	25	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	108172	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	108147	> 99.9%
1	25	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	108172	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	108147	> 99.9%
1	25	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	108172	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	108147	> 99.9%
1	25	< 0.1%

SRCrib
Categorical

Imbalance

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	6.8 MiB

0	106389
1	1783

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	108172
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	106389	98.4%
1	1783	1.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	106389	98.4%
1	1783	1.6%

Most occurring characters

Value	Count	Frequency (%)
0	106389	98.4%
1	1783	1.6%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	108172	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	106389	98.4%
1	1783	1.6%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	108172	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	106389	98.4%
1	1783	1.6%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	108172	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	106389	98.4%
1	1783	1.6%

SRNoAlcoholInMiniBar
Categorical

Imbalance

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	6.8 MiB

0	108150
1	22

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	108172
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	108150	> 99.9%
1	22	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	108150	> 99.9%
1	22	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
0	108150	> 99.9%
1	22	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	108172	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	108150	> 99.9%
1	22	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	108172	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	108150	> 99.9%
1	22	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	108172	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	108150	> 99.9%
1	22	< 0.1%

SRQuietRoom
Categorical

Imbalance

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	6.8 MiB

0	98432
1	9740

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	108172
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	98432	91.0%
1	9740	9.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	98432	91.0%
1	9740	9.0%

Most occurring characters

Value	Count	Frequency (%)
0	98432	91.0%
1	9740	9.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	108172	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	98432	91.0%
1	9740	9.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	108172	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	98432	91.0%
1	9740	9.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	108172	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	98432	91.0%
1	9740	9.0%

Floor_asked
Categorical

Imbalance

Distinct	5
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	11.9 MiB

Não espcifico	103238
HighFloor	4703
LowFloor	144
MediumFloor	84
0	3

Length

Max length	13
Median length	13
Mean length	12.81755
Min length	1

Characters and Unicode

Total characters	1386500
Distinct characters	23
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Não espcifico
2nd row	Não espcifico
3rd row	Não espcifico
4th row	Não espcifico
5th row	Não espcifico

Common Values

Value	Count	Frequency (%)
Não espcifico	103238	95.4%
HighFloor	4703	4.3%
LowFloor	144	0.1%
MediumFloor	84	0.1%
0	3	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
não	103238	48.8%
espcifico	103238	48.8%
highfloor	4703	2.2%
lowfloor	144	0.1%
mediumfloor	84	< 0.1%
0	3	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
o	216482	15.6%
i	211263	15.2%
c	206476	14.9%
e	103322	7.5%
N	103238	7.4%
	103238	7.4%
s	103238	7.4%
p	103238	7.4%
f	103238	7.4%
ã	103238	7.4%
Other values (13)	29529	2.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1386500	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
o	216482	15.6%
i	211263	15.2%
c	206476	14.9%
e	103322	7.5%
N	103238	7.4%
	103238	7.4%
s	103238	7.4%
p	103238	7.4%
f	103238	7.4%
ã	103238	7.4%
Other values (13)	29529	2.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1386500	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
o	216482	15.6%
i	211263	15.2%
c	206476	14.9%
e	103322	7.5%
N	103238	7.4%
	103238	7.4%
s	103238	7.4%
p	103238	7.4%
f	103238	7.4%
ã	103238	7.4%
Other values (13)	29529	2.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1386500	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
o	216482	15.6%
i	211263	15.2%
c	206476	14.9%
e	103322	7.5%
N	103238	7.4%
	103238	7.4%
s	103238	7.4%
p	103238	7.4%
f	103238	7.4%
ã	103238	7.4%
Other values (13)	29529	2.1%

Bath asked
Categorical

Imbalance

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	12.0 MiB

Não espcifico	107640
Bathtub	350
Showe	182

Length

Max length	13
Median length	13
Mean length	12.967126
Min length	5

Characters and Unicode

Total characters	1402680
Distinct characters	18
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Não espcifico
2nd row	Não espcifico
3rd row	Não espcifico
4th row	Não espcifico
5th row	Não espcifico

Common Values

Value	Count	Frequency (%)
Não espcifico	107640	99.5%
Bathtub	350	0.3%
Showe	182	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
não	107640	49.9%
espcifico	107640	49.9%
bathtub	350	0.2%
showe	182	0.1%

Most occurring characters

Value	Count	Frequency (%)
o	215462	15.4%
c	215280	15.3%
i	215280	15.3%
e	107822	7.7%
N	107640	7.7%
ã	107640	7.7%
f	107640	7.7%
p	107640	7.7%
s	107640	7.7%
	107640	7.7%
Other values (8)	2996	0.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1402680	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
o	215462	15.4%
c	215280	15.3%
i	215280	15.3%
e	107822	7.7%
N	107640	7.7%
ã	107640	7.7%
f	107640	7.7%
p	107640	7.7%
s	107640	7.7%
	107640	7.7%
Other values (8)	2996	0.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1402680	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
o	215462	15.4%
c	215280	15.3%
i	215280	15.3%
e	107822	7.7%
N	107640	7.7%
ã	107640	7.7%
f	107640	7.7%
p	107640	7.7%
s	107640	7.7%
	107640	7.7%
Other values (8)	2996	0.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1402680	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
o	215462	15.4%
c	215280	15.3%
i	215280	15.3%
e	107822	7.7%
N	107640	7.7%
ã	107640	7.7%
f	107640	7.7%
p	107640	7.7%
s	107640	7.7%
	107640	7.7%
Other values (8)	2996	0.2%

Bed_asked
Categorical

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	9.8 MiB

Não espcifico	52302
KingSizeBed	39679
TwinBed	15922
0	269

Length

Max length	13
Median length	11
Mean length	11.353382
Min length	1

Characters and Unicode

Total characters	1228118
Distinct characters	20
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Não espcifico
2nd row	Não espcifico
3rd row	Não espcifico
4th row	Não espcifico
5th row	Não espcifico

Common Values

Value	Count	Frequency (%)
Não espcifico	52302	48.4%
KingSizeBed	39679	36.7%
TwinBed	15922	14.7%
0	269	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
não	52302	32.6%
espcifico	52302	32.6%
kingsizebed	39679	24.7%
twinbed	15922	9.9%
0	269	0.2%

Most occurring characters

Value	Count	Frequency (%)
i	199884	16.3%
e	147582	12.0%
o	104604	8.5%
c	104604	8.5%
n	55601	4.5%
d	55601	4.5%
B	55601	4.5%
N	52302	4.3%
	52302	4.3%
s	52302	4.3%
Other values (10)	347735	28.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1228118	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
i	199884	16.3%
e	147582	12.0%
o	104604	8.5%
c	104604	8.5%
n	55601	4.5%
d	55601	4.5%
B	55601	4.5%
N	52302	4.3%
	52302	4.3%
s	52302	4.3%
Other values (10)	347735	28.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1228118	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
i	199884	16.3%
e	147582	12.0%
o	104604	8.5%
c	104604	8.5%
n	55601	4.5%
d	55601	4.5%
B	55601	4.5%
N	52302	4.3%
	52302	4.3%
s	52302	4.3%
Other values (10)	347735	28.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1228118	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
i	199884	16.3%
e	147582	12.0%
o	104604	8.5%
c	104604	8.5%
n	55601	4.5%
d	55601	4.5%
B	55601	4.5%
N	52302	4.3%
	52302	4.3%
s	52302	4.3%
Other values (10)	347735	28.3%

Distance_elevator_asked
Categorical

Imbalance

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	7.8 MiB

No specific	107734
Away from elevator	401
Near Elevator	37

Length

Max length	18
Median length	11
Mean length	11.026634
Min length	11

Characters and Unicode

Total characters	1192773
Distinct characters	19
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	No specific
2nd row	No specific
3rd row	No specific
4th row	No specific
5th row	No specific

Common Values

Value	Count	Frequency (%)
No specific	107734	99.6%
Away from elevator	401	0.4%
Near Elevator	37	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
no	107734	49.7%
specific	107734	49.7%
elevator	438	0.2%
away	401	0.2%
from	401	0.2%
near	37	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
c	215468	18.1%
i	215468	18.1%
e	108610	9.1%
	108573	9.1%
o	108573	9.1%
f	108135	9.1%
N	107771	9.0%
s	107734	9.0%
p	107734	9.0%
a	876	0.1%
Other values (9)	3831	0.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1192773	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
c	215468	18.1%
i	215468	18.1%
e	108610	9.1%
	108573	9.1%
o	108573	9.1%
f	108135	9.1%
N	107771	9.0%
s	107734	9.0%
p	107734	9.0%
a	876	0.1%
Other values (9)	3831	0.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1192773	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
c	215468	18.1%
i	215468	18.1%
e	108610	9.1%
	108573	9.1%
o	108573	9.1%
f	108135	9.1%
N	107771	9.0%
s	107734	9.0%
p	107734	9.0%
a	876	0.1%
Other values (9)	3831	0.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1192773	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
c	215468	18.1%
i	215468	18.1%
e	108610	9.1%
	108573	9.1%
o	108573	9.1%
f	108135	9.1%
N	107771	9.0%
s	107734	9.0%
p	107734	9.0%
a	876	0.1%
Other values (9)	3831	0.3%

	Age	AverageLeadTime	Bath asked	Bed_asked	BookingsCheckedIn	DaysSinceCreation	Distance_elevator_asked	DistributionChannel	Floor_asked	LodgingRevenue	MarketSegment	OtherRevenue	PersonsNights	RoomNights	SRAccessibleRoom	SRCrib	SRNoAlcoholInMiniBar	SRQuietRoom
Age	1.000	0.230	0.026	0.075	0.186	0.125	0.020	0.072	0.017	0.125	0.119	0.212	0.153	0.160	0.013	0.194	0.012	0.053
AverageLeadTime	0.230	1.000	0.014	0.055	0.736	0.274	0.000	0.079	0.009	0.682	0.106	0.716	0.735	0.720	0.000	0.043	0.000	0.032
Bath asked	0.026	0.014	1.000	0.023	0.000	0.021	0.017	0.027	0.027	0.000	0.031	0.000	0.009	0.001	0.029	0.028	0.000	0.017
Bed_asked	0.075	0.055	0.023	1.000	0.024	0.084	0.010	0.126	0.054	0.008	0.220	0.000	0.032	0.023	0.011	0.051	0.011	0.112
BookingsCheckedIn	0.186	0.736	0.000	0.024	1.000	0.380	0.001	0.069	0.000	0.784	0.055	0.783	0.787	0.798	0.000	0.000	0.000	0.000
DaysSinceCreation	0.125	0.274	0.021	0.084	0.380	1.000	0.018	0.062	0.030	0.231	0.068	0.304	0.310	0.294	0.011	0.056	0.015	0.132
Distance_elevator_asked	0.020	0.000	0.017	0.010	0.001	0.018	1.000	0.017	0.099	0.000	0.023	0.000	0.002	0.000	0.098	0.005	0.000	0.066
DistributionChannel	0.072	0.079	0.027	0.126	0.069	0.062	0.017	1.000	0.023	0.019	0.721	0.017	0.033	0.058	0.000	0.048	0.000	0.093
Floor_asked	0.017	0.009	0.027	0.054	0.000	0.030	0.099	0.023	1.000	0.000	0.054	0.000	0.000	0.000	0.015	0.000	0.000	0.076
LodgingRevenue	0.125	0.682	0.000	0.008	0.784	0.231	0.000	0.019	0.000	1.000	0.018	0.835	0.889	0.905	0.000	0.005	0.000	0.008
MarketSegment	0.119	0.106	0.031	0.220	0.055	0.068	0.023	0.721	0.054	0.018	1.000	0.016	0.044	0.051	0.000	0.058	0.005	0.212
OtherRevenue	0.212	0.716	0.000	0.000	0.783	0.304	0.000	0.017	0.000	0.835	0.016	1.000	0.867	0.843	0.000	0.002	0.000	0.000
PersonsNights	0.153	0.735	0.009	0.032	0.787	0.310	0.002	0.033	0.000	0.889	0.044	0.867	1.000	0.951	0.000	0.012	0.000	0.019
RoomNights	0.160	0.720	0.001	0.023	0.798	0.294	0.000	0.058	0.000	0.905	0.051	0.843	0.951	1.000	0.000	0.000	0.000	0.000
SRAccessibleRoom	0.013	0.000	0.029	0.011	0.000	0.011	0.098	0.000	0.015	0.000	0.000	0.000	0.000	0.000	1.000	0.000	0.000	0.000
SRCrib	0.194	0.043	0.028	0.051	0.000	0.056	0.005	0.048	0.000	0.005	0.058	0.002	0.012	0.000	0.000	1.000	0.010	0.006
SRNoAlcoholInMiniBar	0.012	0.000	0.000	0.011	0.000	0.015	0.000	0.000	0.000	0.000	0.005	0.000	0.000	0.000	0.000	0.010	1.000	0.012
SRQuietRoom	0.053	0.032	0.017	0.112	0.000	0.132	0.066	0.093	0.076	0.008	0.212	0.000	0.019	0.000	0.000	0.006	0.012	1.000

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

	Nationality	Age	DaysSinceCreation	AverageLeadTime	LodgingRevenue	OtherRevenue	BookingsCheckedIn	PersonsNights	RoomNights	DistributionChannel	MarketSegment	SRAccessibleRoom	SRCrib	SRNoAlcoholInMiniBar	SRQuietRoom	Floor_asked	Bath asked	Bed_asked	Distance_elevator_asked
ID
1	PRT	52.0	440	59	292.0	82.3	2	6	4	Corporate	Corporate	0	0	0	0	Não espcifico	Não espcifico	Não espcifico	No specific
2	PRT	53.6	1385	61	280.0	53.0	1	10	5	Travel Agent/Operator	Travel Agent/Operator	0	0	0	0	Não espcifico	Não espcifico	Não espcifico	No specific
3	DEU	32.0	1385	0	0.0	0.0	0	0	0	Travel Agent/Operator	Travel Agent/Operator	0	0	0	0	Não espcifico	Não espcifico	Não espcifico	No specific
4	FRA	61.0	1385	93	240.0	60.0	1	10	5	Travel Agent/Operator	Travel Agent/Operator	0	0	0	0	Não espcifico	Não espcifico	Não espcifico	No specific
5	FRA	52.0	1385	0	0.0	0.0	0	0	0	Travel Agent/Operator	Travel Agent/Operator	0	0	0	0	Não espcifico	Não espcifico	Não espcifico	No specific
6	JPN	55.0	1385	58	230.0	24.0	1	4	2	Travel Agent/Operator	Other	0	0	0	0	Não espcifico	Não espcifico	Não espcifico	No specific
7	JPN	50.0	1385	0	0.0	0.0	0	0	0	Travel Agent/Operator	Other	0	0	0	0	Não espcifico	Não espcifico	Não espcifico	No specific
8	FRA	33.0	1385	38	535.0	94.0	1	10	5	Travel Agent/Operator	Other	0	0	0	0	Não espcifico	Não espcifico	KingSizeBed	No specific
9	FRA	43.0	1385	0	0.0	0.0	0	0	0	Travel Agent/Operator	Other	0	0	0	0	Não espcifico	Não espcifico	KingSizeBed	No specific
10	IRL	26.0	1385	96	174.0	69.0	1	6	3	Travel Agent/Operator	Travel Agent/Operator	0	0	0	0	Não espcifico	Não espcifico	Não espcifico	No specific

	Nationality	Age	DaysSinceCreation	AverageLeadTime	LodgingRevenue	OtherRevenue	BookingsCheckedIn	PersonsNights	RoomNights	DistributionChannel	MarketSegment	SRAccessibleRoom	SRCrib	SRNoAlcoholInMiniBar	SRQuietRoom	Floor_asked	Bath asked	Bed_asked	Distance_elevator_asked
ID
111724	ITA	56.0	37	0	0.00	0.0	0	0	0	Travel Agent/Operator	Other	0	0	0	0	HighFloor	Não espcifico	KingSizeBed	No specific
111725	ESP	60.0	37	43	875.00	167.8	1	10	5	Travel Agent/Operator	Other	0	0	0	0	HighFloor	Não espcifico	TwinBed	Near Elevator
111726	PAN	60.0	37	0	0.00	0.0	0	0	0	Travel Agent/Operator	Other	0	0	0	0	HighFloor	Não espcifico	TwinBed	Near Elevator
111727	PRT	51.0	37	7	173.55	18.0	1	1	1	Direct	Direct	0	0	0	1	HighFloor	Não espcifico	Não espcifico	No specific
111728	DEU	34.0	36	41	98.00	14.0	1	2	1	Travel Agent/Operator	Travel Agent/Operator	0	0	0	0	Não espcifico	Não espcifico	KingSizeBed	No specific
111729	DEU	31.0	36	0	0.00	0.0	0	0	0	Travel Agent/Operator	Travel Agent/Operator	0	0	0	0	Não espcifico	Não espcifico	KingSizeBed	No specific
111730	BRA	43.0	36	170	755.25	20.0	1	10	5	Travel Agent/Operator	Other	0	0	0	0	Não espcifico	Não espcifico	KingSizeBed	No specific
111731	BRA	37.0	36	0	0.00	0.0	0	0	0	Travel Agent/Operator	Other	0	0	0	0	Não espcifico	Não espcifico	KingSizeBed	No specific
111732	DEU	48.0	36	66	708.00	185.0	1	8	4	Travel Agent/Operator	Other	0	0	0	0	Não espcifico	Não espcifico	Não espcifico	No specific
111733	DEU	48.0	36	0	0.00	0.0	0	0	0	Travel Agent/Operator	Other	0	0	0	0	Não espcifico	Não espcifico	Não espcifico	No specific

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)